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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
63.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
114.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
107.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
105.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
102.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
101.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
100.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
94.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
93.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
93.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
92.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
90.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
89.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
89.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
89.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
88.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
88.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
87.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
86.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
86.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
85.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
84.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
83.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
83.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
83.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
83.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
83.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
83.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
82.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
82.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
81.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
81.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
81.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
79.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
79.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
78.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
78.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
78.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
78.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
78.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
78.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
77.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
77.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
77.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
77.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
76.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
76.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
76.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
76.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
75.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
75.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
75.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
75.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
75.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
74.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
74.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
74.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
74.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
74.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
74.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
73.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
73.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
73.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
73.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
73.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
73.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
73.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
72.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
72.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
72.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
72.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
72.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
72.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
72.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
71.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
71.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
71.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
71.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
70.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
70.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
70.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
70.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
70.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
69.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
69.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
69.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
69.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
69.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
68.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
68.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
68.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
68.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
68.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
67.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
67.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
67.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
67.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
67.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
66.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
66.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
66.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
66.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
66.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
65.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
65.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
65.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
65.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
65.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
65.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
64.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
64.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
64.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
64.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
63.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
63.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
63.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
63.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
63.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
63.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
63.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
63.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
63.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
62.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
62.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
62.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
62.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
62.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
62.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
62.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
62.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
62.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
61.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
61.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
61.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
61.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
61.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
61.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
61.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
60.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
60.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
60.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
60.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
60.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
60.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
60.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
60.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
59.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
59.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
59.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
59.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
59.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
58.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
58.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
58.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
58.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
58.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
58.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
58.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
58.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
57.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
57.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
57.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
57.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
57.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
57.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
57.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
57.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
57.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
57.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
56.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
56.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
56.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
56.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
56.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
56.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
56.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
56.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
56.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
56.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
56.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
56.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
56.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
55.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
55.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
55.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
55.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
55.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
55.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
55.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
54.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
54.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
54.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
54.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
54.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
53.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
53.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
53.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
52.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
52.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
52.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
52.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
52.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
52.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
52.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
52.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
51.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
51.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
51.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
50.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
50.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
50.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
50.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
50.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
50.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
49.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
49.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
49.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
49.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
49.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
48.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
48.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
47.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
47.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
47.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
47.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
46.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
45.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
45.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
44.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
44.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
44.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
43.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
43.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
43.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
43.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
42.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
41.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
41.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
38.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
34.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
32.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
68.2
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
117.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
116.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
113.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
108.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
104.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
103.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
102.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
99.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
98.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
97.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
97.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
97.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
96.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
96.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
95.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
95.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
94.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
93.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
93.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
93.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
92.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
92.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
92.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
92.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
91.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
91.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
91.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
91.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
89.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
89.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
88.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
88.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
88.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
88.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
87.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
87.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
87.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
87.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
86.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
86.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
86.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
85.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
85.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
85.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
85.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
85.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
85.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
84.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
84.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
84.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
84.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
84.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
84.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
84.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
84.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
83.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
83.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
83.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
83.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
82.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
82.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
82.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
82.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
82.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
82.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
82.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
82.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
82.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
81.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
81.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
81.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
81.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
81.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
81.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
81.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
81.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
81.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
81.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
81.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
80.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
80.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
80.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
80.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
80.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
80.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
80.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
80.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
80.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
79.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
79.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
79.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
79.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
79.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
79.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
79.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
79.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
79.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
78.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
78.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
78.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
78.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
78.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
78.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
78.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
78.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
77.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
77.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
77.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
77.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
77.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
77.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
77.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
77.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
77.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
77.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
77.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
77.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
76.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
76.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
76.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
76.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
76.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
76.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
76.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
76.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
76.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
76.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
76.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
75.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
75.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
75.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
75.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
75.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
75.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
75.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
75.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
75.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
75.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
75.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
75.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
74.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
74.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
74.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
74.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
74.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
74.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
74.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
74.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
74.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
74.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
74.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
73.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
73.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
73.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
73.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
73.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
73.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
73.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
73.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
73.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
73.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
73.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
73.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
73.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
73.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
73.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
73.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
73.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
73.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
72.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
72.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
72.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
72.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
72.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
72.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
72.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
72.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
72.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
72.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
71.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
71.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
71.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
71.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
71.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
71.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
71.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
71.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
71.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
71.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
71.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
71.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
71.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
71.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
70.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
70.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
70.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
70.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
70.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
70.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
70.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
70.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
70.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
70.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
70.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
70.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
70.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
70.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
70.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
70.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
69.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
69.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
69.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
69.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
69.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
69.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
69.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
69.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
69.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
69.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
69.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
69.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
69.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
69.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
68.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
68.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
68.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
68.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
68.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
68.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
68.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
68.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
68.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
68.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
68.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
68.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
68.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
68.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
68.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
68.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
68.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
68.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
67.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
67.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
67.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
67.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
67.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
67.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
67.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
67.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
67.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
67.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
67.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
67.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
66.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
66.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
66.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
66.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
66.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
66.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
66.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
66.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
66.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
66.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
66.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
66.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
66.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
66.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
66.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
66.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
65.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
65.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
65.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
65.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
65.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
65.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
65.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
65.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
65.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
65.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
65.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
64.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
64.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
64.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
64.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
64.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
64.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
64.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
64.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
64.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
64.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
64.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
64.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
64.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
64.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
64.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
64.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
64.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
64.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
64.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
64.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
63.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
63.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
63.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
63.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
63.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
63.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
63.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
63.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
63.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
63.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
63.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
63.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
63.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
63.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
63.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
63.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
63.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
63.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
63.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
63.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
63.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
62.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
62.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
62.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
62.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
62.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
62.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
62.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
62.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
62.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
62.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
62.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
61.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
61.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
61.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
61.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
61.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
61.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
61.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
61.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
61.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
61.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
61.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
61.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
61.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
61.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
61.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
60.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
60.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
60.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
60.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
60.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
60.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
60.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
60.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
60.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
60.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
60.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
60.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
60.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
60.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
60.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
60.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
59.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
59.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
59.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
59.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
59.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
59.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
59.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
59.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
59.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
59.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
59.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
59.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
59.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
58.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
58.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
58.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
58.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
58.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
58.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
58.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
58.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
58.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
58.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
58.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
58.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
58.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
58.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
58.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
57.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
57.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
57.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
57.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
57.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
57.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
57.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
57.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
57.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
57.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
57.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
56.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
56.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
56.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
56.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
56.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
56.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
56.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
56.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
56.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
55.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
55.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
55.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
55.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
55.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
54.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
54.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
54.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
54.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
53.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
53.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
53.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
53.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
53.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
53.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
53.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
53.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
53.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
53.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
52.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
52.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
52.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
52.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
52.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
52.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
52.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
52.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
51.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
51.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
51.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
51.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
51.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
51.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
51.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
51.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
50.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
50.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
50.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
50.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
50.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
50.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
50.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
49.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
49.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
48.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
48.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
48.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
48.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
47.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
46.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
46.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
46.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
46.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
45.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
43.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
41.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
40.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
40.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
38.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
65.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
137.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
111.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
94.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
92.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
88.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
88.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
87.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
85.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
85.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
83.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
83.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
81.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
78.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
77.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
77.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
76.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
76.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
76.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
75.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
74.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
73.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
72.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
72.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
72.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
71.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
69.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
69.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
69.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
69.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
68.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
67.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
67.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
67.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
66.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
66.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
66.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
65.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
65.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
65.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
64.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
63.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
63.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
63.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
62.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
62.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
62.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
62.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
62.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
62.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
62.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
61.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
60.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
60.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
60.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
60.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
60.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
59.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
59.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
58.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
58.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
58.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
58.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
57.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
57.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
57.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
56.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
56.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
56.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
56.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
55.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
54.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
50.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
50.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
47.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
47.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
46.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
45.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
45.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
45.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
43.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
43.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
41.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
40.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTDSP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
64.3
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
125.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
119.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
116.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
111.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
102.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
101.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
98.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
96.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
96.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
93.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
93.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
92.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
91.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
89.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
88.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
87.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
86.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
86.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
86.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
85.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
85.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
85.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
85.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
84.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
84.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
84.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
82.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
82.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
82.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
80.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
79.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
79.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
78.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
78.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
78.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
77.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
76.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
76.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
76.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
76.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
75.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
75.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
75.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
75.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
74.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
74.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
73.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
73.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
73.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
73.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
73.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
73.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
73.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
72.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
72.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
71.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
71.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
71.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
70.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
70.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
70.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
70.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
69.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
69.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
69.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
69.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
69.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
69.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
68.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
68.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
67.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
67.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
67.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
67.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
67.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
66.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
66.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
66.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
66.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
66.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
66.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
66.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
65.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
65.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
65.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
65.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
65.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
65.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
65.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
65.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
64.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
64.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
64.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
64.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
63.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
63.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
63.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
63.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
63.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
63.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
63.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
62.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
62.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
62.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
62.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
62.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
61.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
61.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
61.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
61.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
61.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
61.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
61.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
61.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
60.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
60.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
60.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
60.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
60.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
60.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
59.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
59.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
59.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
59.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
59.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
59.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
59.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
59.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
59.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
58.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
58.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
58.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
58.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
58.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
57.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
57.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
57.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
57.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
57.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
57.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
57.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
56.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
56.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
56.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
55.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
55.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
55.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
55.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
55.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
55.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
55.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
54.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
54.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
53.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
53.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
53.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
53.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
53.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
53.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
52.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
52.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
52.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
52.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
52.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
52.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
52.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
51.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
51.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
50.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
50.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
50.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
50.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
50.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
50.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
50.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
50.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
50.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
50.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
49.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
49.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
48.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
48.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
47.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
47.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
47.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
46.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
46.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
46.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
45.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
45.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
44.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
43.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
42.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
41.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
41.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
41.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
41.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
40.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
32.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
